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Estimates of the Effect of Parents’ Schooling on Children’s Schooling Using Censored and Uncensored Samples

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Author Info

  • de Haan, Monique

    ()
    (University of Oslo)

  • Plug, Erik

    ()
    (University of Amsterdam)

Abstract

In this paper we estimate the impact of parental schooling on child schooling, focus on the problem that children who are still in school constitute censored observations, and evaluate three solutions to it: maximum likelihood approach, replacement of observed with expected years of schooling, and elimination of all school-aged children. Plug (2004) – a recent mobility study that relies on censored data – serves as an illustration. With updated and uncensored versions of previous samples, we re-examine Plug’s estimates and test how the three correction methods deal with censored observations. The one that treats parental expectations as if they were realizations seems to fix the censoring problem quite well.

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Bibliographic Info

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 2416.

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Length: 19 pages
Date of creation: Nov 2006
Date of revision:
Handle: RePEc:iza:izadps:dp2416

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Keywords: censored observations; intergenerational mobility of education;

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References

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  1. Björklund, Anders & Lindahl, Mikael & Plug, Erik, 2005. "The Origins of Intergenerational Associations: Lessons from Swedish Adoption Data," IZA Discussion Papers 1739, Institute for the Study of Labor (IZA).
  2. Steven Haider & Gary Solon, 2006. "Life-Cycle Variation in the Association between Current and Lifetime Earnings," American Economic Review, American Economic Association, vol. 96(4), pages 1308-1320, September.
  3. Ann Huff Stevens & Marianne Page & Philip Oreopoulos, 2005. "The Intergenerational Effects of Compulsory Schooling," Working Papers 519, University of California, Davis, Department of Economics.
  4. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2003. "Why the apple doesn't fall far: understanding intergenerational transmission of human capital," CeMMAP working papers CWP16/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  5. Jere R. Behrman & Mark R. Rosenzweig, 2005. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation? Reply," American Economic Review, American Economic Association, vol. 95(5), pages 1745-1751, December.
  6. Kenneth Y. Chay & James L. Powell, 2001. "Semiparametric Censored Regression Models," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 29-42, Fall.
  7. Erik Plug, 2004. "Estimating the Effect of Mother's Schooling on Children's Schooling Using a Sample of Adoptees," American Economic Review, American Economic Association, vol. 94(1), pages 358-368, March.
  8. Kate L. Antonovics & Arthur S. Goldberger, 2005. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation? Comment," American Economic Review, American Economic Association, vol. 95(5), pages 1738-1744, December.
  9. Jere R. Behrman & Mark R. Rosenzweig, 2002. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation?," American Economic Review, American Economic Association, vol. 92(1), pages 323-334, March.
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Citations

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Cited by:
  1. Monique de Haan, 2008. "The Effect of Parents' Schooling on Child's Schooling: A Nonparametric Bounds Analysis," Tinbergen Institute Discussion Papers 08-061/3, Tinbergen Institute.
  2. Chiara Pronzato, 2009. "An Examination of Paternal and Maternal Intergenerational Transmission of Schooling," CHILD Working Papers wp20_09, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
  3. Chiara Pronzato, 2008. "Why Educated Mothers don’t make Educated Children? A Statistical Study in the Intergenerational Transmission of Schooling," Discussion Papers 563, Research Department of Statistics Norway.
  4. Helena Holmlund & Mikael Lindahl & Erik Plug, 2011. "The Causal Effect of Parents' Schooling on Children's Schooling: A Comparison of Estimation Methods," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 615-51, September.
  5. Graciela Sanromán, 2010. "Intergenerational Educational Mobility: evidence from three approaches for Brazil,Chile, Uruguay and the USA (1995-2006)," Documentos de Trabajo (working papers) 0110, Department of Economics - dECON.
  6. Abdurrahman Aydemir & Wen-Hao Chen & Miles Corak, 2013. "Intergenerational Education Mobility among the Children of Canadian Immigrants," Canadian Public Policy, University of Toronto Press, vol. 39(s1), pages 107-122, May.
  7. repec:dgr:uvatin:2008061 is not listed on IDEAS

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